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Gumloop vs Bitfolk

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Gumloop compared with Bitfolk
DetailGumloop logo GumloopBitfolk logo Bitfolk
What it doesThe multiplayer AI agent builder AI agent orchestration platform for coordinating multiple AI agents toward shared goals
StageNot given Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelFreemium Freemium
PricingFree 14-day trial. Pro plan starts at $37/month with 20,000 monthly credits. Enterprise plan available with custom pricing. Free (1 active goal, 500 memory records, 500 key proxy calls, 3,000 agent wakes, no AI Mayor); Personal + $5/month ($48/year) with 5,000 memory records, 5,000 key proxy calls, 20,000 agent wakes, 25 people enrichments; Personal Pro $20/month ($192/year, or $16/month if billed yearly) with $5 Mayor c
Key features
  • Browser automation with real browser execution
  • Over 300 native integrations
  • Support for any AI model including frontier and open-source
  • Session recordings with audit logs
  • Human-in-the-loop with secure handoffs
  • Password vault for credential management
  • CAPTCHA handling
  • Agent self-improvement through reflection
  • Detailed spend analytics per model and agent
  • Role-based access control and governance
  • Mayor agent that orchestrates goals into tasks and coordinates multiple agents
  • Shared task board with claims and leases to prevent duplicate work
  • Agent group chat with Claude Code, Codex, Grok and other HTTP-capable agents
  • One-tap approvals for risky agent actions on web, email and Slack
  • Prompt injection defense using quarantined models and taint tracking
  • Shared memory and stores for agents to read and write persistent context
  • Shared API keys that lend agent access without exposing credentials
  • Bring your own model key for Mayor on Anthropic, OpenAI, OpenRouter or Gemini
What makes it different
  • Anyone can build agents without coding, not just technical teams
  • Full observability and control over AI spend with credit-based billing
  • Agents run in real browser with full web access and integration capabilities
  • Enterprise-grade security with VPC deployment and data ownership
  • Agents coordinate with each other without constant human supervision through a Mayor agent
  • Security designed for agents with quarantined models reading untrusted input before privileged actions
  • One-tap approvals on phone for agent actions rather than constant monitoring
  • Works with any agent that speaks HTTP, not locked to one platform
Community votes00
DR (Domain Rating by Ahrefs)75 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)190
Citation Flow (Majestic)490
Referring domains (Majestic)42730

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